US Patent Issued to Deere & Co. on April 15 for "Deep learning models for electric motor winding temperature estimation and control" (North Dakota, Illinois Inventors)

ALEXANDRIA, Va., June 5 -- United States Patent no. 12,278,583, issued on April 15, was assigned to Deere & Co. (Moline, Ill.).

"Deep learning models for electric motor winding temperature estimation and control" was invented by Lav Thyagarajan (West Fargo, N.D.), Yujiang Wu (Fargo, N.D.), Zhuoyan Xu (Fargo, N.D.), Abram Haich (Moline, Ill.) and Jared Lervik (Fargo, N.D.).

According to the abstract* released by the U.S. Patent & Trademark Office: "A motor control system includes a motor including a plurality of windings, a first sensor configured to sense a first operating parameter of the motor, a second sensor configured to sense a second operating parameter of the motor, and memory hardware configured to store a machine learning model ...